Pith Number

pith:M3IF6R56

pith:2025:M3IF6R56KOBEYUI5PM2TP6T4EM

not attested not anchored not stored refs pending

Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge

Donghuo Zeng, Kazushi Ikeda, Kun Zhang, Peter Spirtes, Roberto Legaspi, Xinshuai Dong, Yuewen Sun

arxiv:2504.13904 v2 · 2025-04-08 · cs.HC · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M3IF6R56KOBEYUI5PM2TP6T4EM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:10:55.975302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66d05f47be53824c511d7b3537fa7c23033cdd85dbee5279eb8de739f322cd52

Aliases

arxiv: 2504.13904 · arxiv_version: 2504.13904v2 · doi: 10.48550/arxiv.2504.13904 · pith_short_12: M3IF6R56KOBE · pith_short_16: M3IF6R56KOBEYUI5 · pith_short_8: M3IF6R56

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/M3IF6R56KOBEYUI5PM2TP6T4EM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 66d05f47be53824c511d7b3537fa7c23033cdd85dbee5279eb8de739f322cd52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d385d93516fb78a0e56a4917f34cb786e41edb8cba9402f4db4c92c4aba4210b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-04-08T15:33:54Z",
    "title_canon_sha256": "178fdeab58d88cdf77d570ff5707b9b1a7351d093dc983467189441f37c78fdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13904",
    "kind": "arxiv",
    "version": 2
  }
}